Communication-efficient secure logistic regression

A Agarwal, S Peceny, M Raykova… - Cryptology ePrint …, 2022 - eprint.iacr.org
We present a new construction for secure logistic regression training, which enables two
parties to train a model on private secret-shared data. Our goal is to minimize online …

Efficient ml models for practical secure inference

V Ganesan, A Bhattacharya, P Kumar, D Gupta… - arXiv preprint arXiv …, 2022 - arxiv.org
ML-as-a-service continues to grow, and so does the need for very strong privacy
guarantees. Secure inference has emerged as a potential solution, wherein cryptographic …